{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4ad2fc3b-8a7b-4974-b4a4-8dd39082491b",
   "metadata": {},
   "source": [
    "##### ❇️ Mirror an Image in Python 🐍 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "77acbed9-7bef-48f8-8567-ef21f7952917",
   "metadata": {},
   "outputs": [],
   "source": [
    "from PIL import Image\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "511e9ad2-dbd5-4f10-af1c-19d095515f1b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=200x200 at 0x7FB63E502F10>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = Image.open('DALLE_2_car.png')\n",
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "099b9771-31ad-4083-8193-7297da848773",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=200x200 at 0x7FB63E565A30>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr = np.array(img)\n",
    "mirror_img = Image.fromarray(arr[:,::-1,:])\n",
    "mirror_img"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "717c437f-bd48-4481-984f-781cc0f48098",
   "metadata": {},
   "source": [
    "##### ❇️ Now try inverting it using similar logic ✅ \n",
    "##### ❇️ Hope you enjoyed reading!! 📖 \n",
    "##### ❇️ follow → @akshay_pachaar  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "86ddfb01-128b-4a37-9860-7ea7dc5f2ec3",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "env_slam",
   "language": "python",
   "name": "env_slam"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
